Passage Retrieval on TREC DL 2019 (evaluation)
0.7235NDCG@10E5-Base + TCDE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| E5-Base + TCDERetrieval Paradigm=Dense Retrieval2025.12 | 0.7235 | 0.163 | 0.8554 | |
| E5-Base + docT5queryRetrieval Paradigm=Dense Retrieval2025.12 | 0.7025 | 0.1437 | 0.7612 | |
| E5-BaseRetrieval Paradigm=Dense Retrieval2025.12 | 0.6943 | 0.1416 | 0.7735 | |
| E5-Base + CSQERetrieval Paradigm=Dense Retrieval2025.12 | 0.6816 | 0.1497 | 0.8381 | |
| E5-Base + Q2DRetrieval Paradigm=Dense Retrieval2025.12 | 0.6743 | 0.1524 | 0.8048 | |
| BM25 + TCDERetrieval Paradigm=Sparse Retrieval2025.12 | 0.6657 | 0.1626 | 0.8637 | |
| BM25 + GRFRetrieval Paradigm=Sparse Retrieval2025.12 | 0.662 | 0.1553 | 0.8739 | |
| BM25 + CSQERetrieval Paradigm=Sparse Retrieval2025.12 | 0.6597 | 0.1497 | 0.8551 | |
| BM25 + docT5queryRetrieval Paradigm=Sparse Retrieval2025.12 | 0.5938 | 0.1319 | 0.7844 | |
| E5-Base + GRFRetrieval Paradigm=Dense Retrieval2025.12 | 0.5903 | 0.117 | 0.7267 | |
| BM25 + Q2CRetrieval Paradigm=Sparse Retrieval2025.12 | 0.5839 | 0.1229 | 0.7945 | |
| E5-Base + Q2CRetrieval Paradigm=Dense Retrieval2025.12 | 0.5494 | 0.1111 | 0.6816 | |
| BM25 + Q2DRetrieval Paradigm=Sparse Retrieval2025.12 | 0.5309 | 0.1134 | 0.7758 | |
| BM25Retrieval Paradigm=Sparse Retrieval2025.12 | 0.4734 | 0.1059 | 0.7322 |